{"id":"W2148152947","doi":"10.1186/cc12503","title":"Discovery and validation of cell cycle arrest biomarkers in human acute kidney injury","year":2013,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1374,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Astute Medical","keywords":"Medicine; Acute kidney injury; Intensive care medicine; Emergency medicine; Bioinformatics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003756369,0.0007004724,0.0007240039,0.001138188,0.0003068785,0.000915732,0.00044149,0.0004931634,0.0005623689],"category_scores_gemma":[0.004314469,0.000236391,0.0003597802,0.0006944663,0.0003672958,0.0003367254,0.0007044312,0.000570407,0.000271852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004287958,"about_ca_system_score_gemma":0.0007564429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076359,"about_ca_topic_score_gemma":0.001191864,"domain_scores_codex":[0.9983923,0.0005132392,0.0001344288,0.0004174672,0.00043013,0.0001125203],"domain_scores_gemma":[0.9967552,0.0007303826,0.001066676,0.0003357755,0.0008727291,0.000239245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004646789,0.0004857015,0.9115438,0.0003639622,0.0003808065,0.0002264825,0.0002161798,0.001473007,0.04669895,0.0001701682,0.0008633644,0.03293079],"study_design_scores_gemma":[0.0002772881,0.004068555,0.9481863,0.00008666478,0.0003401776,0.00131612,0.0001191792,0.005230866,0.03718939,0.0002737165,0.002862226,0.00004965428],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917017,0.003452434,0.002786421,0.00009013009,0.00003069415,0.000248409,0.0009691514,0.00005824727,0.0006627659],"genre_scores_gemma":[0.9934891,0.0006113139,0.003413741,0.0001099579,0.00003944695,0.0001583383,0.00189593,0.000008499752,0.000273601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003756369,"threshold_uncertainty_score":0.01986587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736226173318072,"score_gpt":0.3492213897163535,"score_spread":0.3318591279831727,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}